國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Fundamentals of statistical hydrology

Naghettini, Mauro.

Fundamentals of statistical hydrology

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Fundamentals of statistical hydrologyedited by Mauro Naghettini.
其他作者:	Naghettini, Mauro.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xi, 660 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Civil Engineering.
電子資源:	http://dx.doi.org/10.1007/978-3-319-43561-9
ISBN:	9783319435619$q(electronic bk.)

Fundamentals of statistical hydrology
Fundamentals of statistical hydrology[electronic resource] /edited by Mauro Naghettini. - Cham :Springer International Publishing :2017. - xi, 660 p. :ill. (some col.), digital ;24 cm.

Chapter 1: Introduction to Statistical Hydrology -- Chapter 2: Preliminary Analysis of Hydrological Data -- Chapter 3: Elementary Theory of Probability -- Chapter 4: Discrete Random Variables: Distributions and Applications -- Chapter 5: Continuous Random Variables: Distributions and Applications -- Chapter 6: Parameter Estimation -- Chapter 7: Hypothesis Testing -- Chapter 8: At-Site Frequency Analysis of Hydrological Variables -- Chapter 9: Correlation and Regression -- Chapter 10: Regional Frequency Analysis of Hydrological Variables -- Chapter 11: Introduction of Bayesian Analysis and Its Applications in Hydrology -- Chapter 12: Introduction to the Analysis and Modelling of Nonstationary Hydrological Series.

This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.

ISBN: 9783319435619$q(electronic bk.)

Standard No.: 10.1007/978-3-319-43561-9doiSubjects--Topical Terms:

273741
Civil Engineering.

LC Class. No.: GB656.2.S7

Dewey Class. No.: 551.48015118

Fundamentals of statistical hydrology
LDR:02912nmm a2200313 a 4500 001 507806
003 DE-He213
005 20161026170937.0
006 m d
007 cr nn 008maaau
008 171031s2017 gw s 0 eng d
020 $a 9783319435619$q(electronic bk.)
020 $a 9783319435602$q(paper)
024 7 $a 10.1007/978-3-319-43561-9 $2 doi
035 $a 978-3-319-43561-9
040 $a GP $c GP
041 0 $a eng
050 4 $a GB656.2.S7
072 7 $a RBK $2 bicssc
072 7 $a SCI081000 $2 bisacsh
082 0 4 $a 551.48015118 $2 23
090 $a GB656.2.S7 $b F981 2017
245 0 0 $a Fundamentals of statistical hydrology $h [electronic resource] / $c edited by Mauro Naghettini.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xi, 660 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Chapter 1: Introduction to Statistical Hydrology -- Chapter 2: Preliminary Analysis of Hydrological Data -- Chapter 3: Elementary Theory of Probability -- Chapter 4: Discrete Random Variables: Distributions and Applications -- Chapter 5: Continuous Random Variables: Distributions and Applications -- Chapter 6: Parameter Estimation -- Chapter 7: Hypothesis Testing -- Chapter 8: At-Site Frequency Analysis of Hydrological Variables -- Chapter 9: Correlation and Regression -- Chapter 10: Regional Frequency Analysis of Hydrological Variables -- Chapter 11: Introduction of Bayesian Analysis and Its Applications in Hydrology -- Chapter 12: Introduction to the Analysis and Modelling of Nonstationary Hydrological Series.
520 $a This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.
650 2 4 $a Civil Engineering. $3 273741
650 2 4 $a Hydrology/Water Resources. $3 675922
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 348605
650 0 $a Hydrology $x Statistical methods. $3 561062
650 0 $a Earth sciences. $3 196069
650 0 $a Hydrology. $3 196201
650 0 $a Meteorology. $3 276569
650 0 $a Hydrogeology. $3 195801
650 0 $a Statistics. $3 182057
650 0 $a Civil engineering. $3 195981
650 1 4 $a Earth Sciences. $3 309702
700 1 $a Naghettini, Mauro. $3 770272
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-43561-9
950 $a Earth and Environmental Science (Springer-11646)